Title :
Preserving dynamic range by advanced color histogram matching in stereo vision
Author :
Rosenthal, Jean-Claude ; Zilly, Frederik ; Kauff, P.
Author_Institution :
Fraunhofer Heinrich Hertz Inst., Germany
Abstract :
Recently, big advances have been made in developing stereo assistance systems for the production of stereoscopic movies. This paper handles the problem of possible unmatched colors between two stereo views. Based on an approach for multi-view coding efficiency, we present an advanced cumulative histogram matching method for narrow baseline stereo vision. In general results from basic cumulative histogram matching suffers from quantization errors in low dynamic range images. But also wrong colors might be introduced. To avoid such visible errors, we identify depopulated histogram ranges in color matched images. In detected ranges we adjust the mapping function by a constant value which leads to a linearized gradation curve, preserving the dynamic range of the image. Finally, we obtain an artifact free color matched image. Our approach can be applied as a pre- or a post-processing step.
Keywords :
image coding; image colour analysis; image matching; stereo image processing; advanced color histogram matching; advanced cumulative histogram matching method; artifact free color matched image; basic cumulative histogram matching; depopulated histogram ranges; dynamic range preservation; linearized gradation curve; low dynamic range images; mapping function; multiview coding efficiency; narrow baseline stereo vision; post-processing step; pre-processing step; quantization errors; stereo assistance systems; stereoscopic movies production; Cameras; Dynamic range; Histograms; Image color analysis; Quantization (signal); Stereo vision; Visualization; Color correspondence; Color transfer; Histogram matching; Image color analysis; Image enhancement; Stereo image processing;
Conference_Titel :
3D Imaging (IC3D), 2012 International Conference on
Conference_Location :
Lie??ge
DOI :
10.1109/IC3D.2012.6615122